A data-driven modeling approach for augmenting climate model simulations and its application to Pacific-Atlantic interbasin interactions

About This Project

Japan Grant Number
JP23K25946 (JGN)
Funding Program
Grants-in-Aid for Scientific Research
Funding Organization
Japan Society for the Promotion of Science

Kakenhi Information

Project/Area Number
23K25946
Research Category
Grant-in-Aid for Scientific Research (B)
Allocation Type
  • Multi-year Fund
  • Single-year Grants
Review Section / Research Field
  • Basic Section 17020:Atmospheric and hydrospheric sciences-related
Research Institution
  • Japan Agency for Marine-Earth Science and Technology
Project Period (FY)
2023-04-01 〜 2027-03-31
Project Status
Granted
Budget Amount*help
18,460,000 Yen (Direct Cost: 14,200,000 Yen Indirect Cost: 4,260,000 Yen)

Research Abstract

This project aims to show that it is possible to reproduce aspects of global climate model simulations with a data-driven framework that requires only a fraction of the computational cost. This technique will be used to better understand the interaction between the tropical Atlantic and El Nino.

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